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chaos-experiments's Introduction

Chaos Experiments

This project automates chaos test manifest generation and application via ansible

Usage for experiment-1.0

  1. create experiment configuration files in yaml
  2. Generate experiment
cd experiment-1.0
ansible-playbook generate_experiment.yaml --extra-vars "config_file=./path/to/config.yaml"
cd ./path/to/generated-experiment
ansible-playbook experiment_script.yaml

Types of chaos experiments

only network delay is implemented

K8s Performance anomalies

  • CPU stress
  • memory stress
    • memory stress can be distinguished from CPU stress as it does not apply read and write pressure
  • network latency delay
    • uses Istio fault injection
  • file I/O stress
  • spiked traffic

K8s Functional Faults

  • DNS wrong response
  • HTTP interception
  • K8s pod failure

Physical machine anomalies/faults

  • process failure
  • network latency delay, packet loss
  • hardware pressure
  • machine shutdown

Description

This project uses Chaos Mesh for fault injection.
The custom resource for chaos mesh experiments are generated from templates using jinja2 templates.
The custom resource manifests are applied via ansible

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